Here's why:
* It describes a noun: You can say "a peaceful day," "peaceful music," or "a peaceful person." It tells you something about the quality of those nouns.
* It can be modified: You can say "very peaceful," "extremely peaceful," or "somewhat peaceful," indicating degrees of the quality.
Let me know if you have any other words you'd like to identify the part of speech for!